{"id":"https://openalex.org/W6892970840","doi":"https://doi.org/10.5281/zenodo.13970576","title":"Fully differentiable, fully distributed River Discharge Prediction: data sets","display_name":"Fully differentiable, fully distributed River Discharge Prediction: data sets","publication_year":2024,"publication_date":"2024-10-28","ids":{"openalex":"https://openalex.org/W6892970840","doi":"https://doi.org/10.5281/zenodo.13970576"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.13970576","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.13970576","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.13970576","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Scholz, Fedor","orcid":"https://orcid.org/0000-0001-8201-5924"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Scholz, Fedor","raw_affiliation_strings":["University of T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Traub, Manuel","orcid":"https://orcid.org/0000-0003-0897-1701"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Traub, Manuel","raw_affiliation_strings":["University of T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zarfl, Christiane","orcid":"https://orcid.org/0000-0002-2044-1335"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zarfl, Christiane","raw_affiliation_strings":["University of T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Scholten, Thomas","orcid":"https://orcid.org/0000-0002-4875-2602"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Scholten, Thomas","raw_affiliation_strings":["University of T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"last","author":{"id":null,"display_name":"Butz, Martin V.","orcid":"https://orcid.org/0000-0002-8120-8537"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Butz, Martin V.","raw_affiliation_strings":["University of T\u00fcbingen"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen","institution_ids":["https://openalex.org/I8087733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I8087733"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5364999771118164},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.41780000925064087},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.32739999890327454},{"id":"https://openalex.org/keywords/discharge","display_name":"Discharge","score":0.29190000891685486},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.27880001068115234}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5364999771118164},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.41780000925064087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.414900004863739},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3779999911785126},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.31150001287460327},{"id":"https://openalex.org/C81660378","wikidata":"https://www.wikidata.org/wiki/Q8737769","display_name":"Discharge","level":3,"score":0.29190000891685486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2867000102996826},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25699999928474426},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.13970576","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.13970576","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.13970576","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.13970576","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.8432496786117554,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"repository":[1],"contains":[2],"the":[3,55,62,71,81,88,132,136,144],"data":[4,64,139],"sets":[5],"used":[6],"in:":[7],"Scholz":[8],"et":[9],"al.":[10],"(2024).":[11],"Fully":[12],"differentiable,":[13],"fully":[14],"distributed":[15],"River":[16],"Discharge":[17],"Prediction.":[18],"dem_1000.h5":[19],"based":[20,30,36,48],"on":[21,31,37,49],"EU-DEM":[22],"v1.1,":[23],"reprojected":[24,42],"to":[25,43,60,66],"RADOLAN":[26,44,50],"grid:":[27,45],"https://sdi.eea.europa.eu/catalogue/srv/api/records/3473589f-0854-4601-919e-2e7dd172ff50":[28],"efas.h5":[29],"EFAS":[32],"historical:":[33],"https://ewds.climate.copernicus.eu/datasets/efas-historical?tab=overview":[34],"era5_tsr_neckar*.h5":[35],"ERA5":[38],"provided":[39,53,82,142],"by":[40,54,143],"ECMWF,":[41],"https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5":[46],"radolan_neckar*.h5":[47],"rw":[51],"product":[52],"Deutsche":[56],"Wetterdienst:":[57],"https://opendata.dwd.de/climate_environment/CDC/grids_germany/hourly/radolan/":[58],"Due":[59],"copyright,":[61],"discharge":[63,133],"has":[65],"be":[67],"downloaded":[68],"manually":[69],"from":[70],"Global":[72],"Runoff":[73],"Data":[74],"Centre":[75],"(https://grdc.bafg.de/),":[76],"and":[77],"then":[78],"preprocessed":[79],"with":[80],"bafg_parser.py":[83],"python":[84],"script.":[85],"We":[86],"use":[87],"following":[89],"stations":[90],"in":[91],"our":[92],"work:":[93],"6335290:":[94],"STEIN":[95],"6335291:":[96],"GAILDORF":[97],"6335565:":[98],"BAD":[99],"IMNAU":[100],"6335600:":[101],"ROCKENAU":[102],"SKA":[103],"6335601:":[104],"LAUFFEN":[105],"6335602:":[106],"PLOCHINGEN":[107],"6335603:":[108],"ROTTWEIL":[109],"6335604:":[110],"KIRCHENTELLINSFURT":[111],"6335620:":[112],"MOSBACH":[113],"6335660:":[114],"PFORZHEIM":[115],"6335665:":[116],"DENKENDORF":[117],"6335671:":[118],"ALTENSTEIG":[119],"6335675:":[120],"MURR":[121],"6335676:":[122],"OPPENWEILER":[123],"6335680:":[124],"SCHWABSBERG":[125],"6335681:":[126],"UNTERGRIESHEIM":[127],"6335690:":[128],"NEUSTADT":[129],"To":[130],"preprocess":[131],"data,":[134],"additionally":[135],"river":[137],"network":[138],"\"Flie\u00dfgew\u00e4sser":[140],"(AWGN)\"":[141],"Landesanstalt":[145],"f\u00fcr":[146],"Umwelt":[147],"Baden-W\u00fcrttemberg":[148],"(LUBW)":[149],"is":[150],"required:":[151],"https://rips-metadaten.lubw.de/trefferanzeige?docuuid=7251515f-6aed-4555-8319-ab6314155ab1":[152]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}